Dataset statistics
| Number of variables | 24 |
|---|---|
| Number of observations | 1460 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 273.9 KiB |
| Average record size in memory | 192.1 B |
Variable types
| Numeric | 19 |
|---|---|
| Categorical | 5 |
1stFlrSF is highly overall correlated with SalePrice and 1 other fields | High correlation |
BedroomAbvGr is highly overall correlated with GrLivArea and 1 other fields | High correlation |
BsmtFinSF1 is highly overall correlated with BsmtUnfSF | High correlation |
BsmtUnfSF is highly overall correlated with BsmtFinSF1 | High correlation |
Fireplaces is highly overall correlated with SalePrice | High correlation |
FullBath is highly overall correlated with GarageYrBlt and 4 other fields | High correlation |
GarageArea is highly overall correlated with GarageCars and 3 other fields | High correlation |
GarageCars is highly overall correlated with GarageArea and 4 other fields | High correlation |
GarageYrBlt is highly overall correlated with FullBath and 4 other fields | High correlation |
GrLivArea is highly overall correlated with BedroomAbvGr and 6 other fields | High correlation |
HouseCategory is highly overall correlated with GrLivArea and 1 other fields | High correlation |
LotArea is highly overall correlated with LotFrontage | High correlation |
LotFrontage is highly overall correlated with LotArea | High correlation |
OverallQual is highly overall correlated with FullBath and 5 other fields | High correlation |
SalePrice is highly overall correlated with 1stFlrSF and 9 other fields | High correlation |
TotRmsAbvGrd is highly overall correlated with BedroomAbvGr and 4 other fields | High correlation |
TotalBsmtSF is highly overall correlated with 1stFlrSF and 1 other fields | High correlation |
KitchenAbvGr is highly imbalanced (85.7%) | Imbalance |
MSSubClass has 536 (36.7%) zeros | Zeros |
LotFrontage has 24 (1.6%) zeros | Zeros |
BsmtFinSF1 has 467 (32.0%) zeros | Zeros |
BsmtUnfSF has 118 (8.1%) zeros | Zeros |
TotalBsmtSF has 37 (2.5%) zeros | Zeros |
GarageArea has 81 (5.5%) zeros | Zeros |
OpenPorchSF has 656 (44.9%) zeros | Zeros |
MoSold has 58 (4.0%) zeros | Zeros |
HouseCategory has 36 (2.5%) zeros | Zeros |
Reproduction
| Analysis started | 2024-04-27 21:14:51.138134 |
|---|---|
| Analysis finished | 2024-04-27 21:15:13.931974 |
| Duration | 22.79 seconds |
| Software version | ydata-profiling vv4.6.3 |
| Download configuration | config.json |
MSSubClass
Real number (ℝ)
ZEROS 
| Distinct | 15 |
|---|---|
| Distinct (%) | 1.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.21704271 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 536 |
| Zeros (%) | 36.7% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 11.5 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0.17647059 |
| Q3 | 0.29411765 |
| 95-th percentile | 0.82352941 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0.29411765 |
Descriptive statistics
| Standard deviation | 0.24882689 |
|---|---|
| Coefficient of variation (CV) | 1.1464421 |
| Kurtosis | 1.580188 |
| Mean | 0.21704271 |
| Median Absolute Deviation (MAD) | 0.17647059 |
| Skewness | 1.4076567 |
| Sum | 316.88235 |
| Variance | 0.06191482 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 536 | |
| 0.2352941176 | 299 | |
| 0.1764705882 | 144 | 9.9% |
| 0.5882352941 | 87 | 6.0% |
| 0.05882352941 | 69 | 4.7% |
| 0.8235294118 | 63 | 4.3% |
| 0.2941176471 | 60 | 4.1% |
| 0.3529411765 | 58 | 4.0% |
| 0.4117647059 | 52 | 3.6% |
| 1 | 30 | 2.1% |
| Other values (5) | 62 | 4.2% |
| Value | Count | Frequency (%) |
| 0 | 536 | |
| 0.05882352941 | 69 | 4.7% |
| 0.1176470588 | 4 | 0.3% |
| 0.1470588235 | 12 | 0.8% |
| 0.1764705882 | 144 | 9.9% |
| 0.2352941176 | 299 | |
| 0.2941176471 | 60 | 4.1% |
| 0.3235294118 | 16 | 1.1% |
| 0.3529411765 | 58 | 4.0% |
| 0.3823529412 | 20 | 1.4% |
| Value | Count | Frequency (%) |
| 1 | 30 | 2.1% |
| 0.9411764706 | 10 | 0.7% |
| 0.8235294118 | 63 | 4.3% |
| 0.5882352941 | 87 | 6.0% |
| 0.4117647059 | 52 | 3.6% |
| 0.3823529412 | 20 | 1.4% |
| 0.3529411765 | 58 | 4.0% |
| 0.3235294118 | 16 | 1.1% |
| 0.2941176471 | 60 | 4.1% |
| 0.2352941176 | 299 |
LotFrontage
Real number (ℝ)
HIGH CORRELATION  ZEROS 
| Distinct | 232 |
|---|---|
| Distinct (%) | 15.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.17121552 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 24 |
| Zeros (%) | 1.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 11.5 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.047945205 |
| Q1 | 0.13356164 |
| median | 0.16780822 |
| Q3 | 0.20565068 |
| 95-th percentile | 0.29469178 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0.072089041 |
Descriptive statistics
| Standard deviation | 0.081551993 |
|---|---|
| Coefficient of variation (CV) | 0.47631192 |
| Kurtosis | 15.473232 |
| Mean | 0.17121552 |
| Median Absolute Deviation (MAD) | 0.034246575 |
| Skewness | 1.9164596 |
| Sum | 249.97466 |
| Variance | 0.0066507276 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.1335616438 | 143 | 9.8% |
| 0.1678082192 | 70 | 4.8% |
| 0.2020547945 | 69 | 4.7% |
| 0.09931506849 | 57 | 3.9% |
| 0.1849315068 | 54 | 3.7% |
| 0.1506849315 | 46 | 3.2% |
| 0.2191780822 | 41 | 2.8% |
| 0.1952054795 | 25 | 1.7% |
| 0 | 24 | 1.6% |
| 0.2363013699 | 23 | 1.6% |
| Other values (222) | 908 |
| Value | Count | Frequency (%) |
| 0 | 24 | |
| 0.0102739726 | 19 | |
| 0.01849315068 | 3 | 0.2% |
| 0.02465753425 | 1 | 0.1% |
| 0.0301369863 | 1 | 0.1% |
| 0.03082191781 | 6 | 0.4% |
| 0.03767123288 | 5 | 0.3% |
| 0.04109589041 | 1 | 0.1% |
| 0.04452054795 | 10 | |
| 0.04794520548 | 9 | 0.6% |
| Value | Count | Frequency (%) |
| 1 | 2 | |
| 0.551369863 | 1 | |
| 0.5239726027 | 2 | |
| 0.5034246575 | 1 | |
| 0.4760273973 | 1 | |
| 0.4520547945 | 1 | |
| 0.451369863 | 2 | |
| 0.448630137 | 1 | |
| 0.4417808219 | 1 | |
| 0.4383561644 | 1 |
LotArea
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 1073 |
|---|---|
| Distinct (%) | 73.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.043080362 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 1 |
| Zeros (%) | 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 11.5 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.0094028839 |
| Q1 | 0.029229475 |
| median | 0.038227114 |
| Q3 | 0.048150226 |
| 95-th percentile | 0.075258361 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0.018920751 |
Descriptive statistics
| Standard deviation | 0.046653415 |
|---|---|
| Coefficient of variation (CV) | 1.0829393 |
| Kurtosis | 203.24327 |
| Mean | 0.043080362 |
| Median Absolute Deviation (MAD) | 0.0093388488 |
| Skewness | 12.207688 |
| Sum | 62.897329 |
| Variance | 0.0021765412 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.02757718105 | 25 | 1.7% |
| 0.03879501741 | 24 | 1.6% |
| 0.02196826287 | 17 | 1.2% |
| 0.03599055832 | 14 | 1.0% |
| 0.03318609923 | 14 | 1.0% |
| 0.04440393559 | 14 | 1.0% |
| 0.001776157424 | 10 | 0.7% |
| 0.0289794106 | 9 | 0.6% |
| 0.03645796817 | 8 | 0.5% |
| 0.03190072215 | 8 | 0.5% |
| Other values (1063) | 1317 |
| Value | Count | Frequency (%) |
| 0 | 1 | 0.1% |
| 0.0008273154315 | 1 | 0.1% |
| 0.0008927528103 | 1 | 0.1% |
| 0.001056346257 | 1 | 0.1% |
| 0.001089064947 | 2 | 0.1% |
| 0.001383533151 | 1 | 0.1% |
| 0.001776157424 | 10 | |
| 0.002659562037 | 1 | 0.1% |
| 0.002757718105 | 2 | 0.1% |
| 0.00289794106 | 1 | 0.1% |
| Value | Count | Frequency (%) |
| 1 | 1 | |
| 0.7635607282 | 1 | |
| 0.7371053308 | 1 | |
| 0.5321414382 | 1 | |
| 0.3246675547 | 1 | |
| 0.2925378018 | 1 | |
| 0.2612821052 | 1 | |
| 0.2440066372 | 1 | |
| 0.2427119119 | 1 | |
| 0.2421510201 | 1 |
OverallQual
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 10 |
|---|---|
| Distinct (%) | 0.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.56659056 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 2 |
| Zeros (%) | 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 11.5 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.33333333 |
| Q1 | 0.44444444 |
| median | 0.55555556 |
| Q3 | 0.66666667 |
| 95-th percentile | 0.77777778 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0.22222222 |
Descriptive statistics
| Standard deviation | 0.15366628 |
|---|---|
| Coefficient of variation (CV) | 0.27121222 |
| Kurtosis | 0.096292778 |
| Mean | 0.56659056 |
| Median Absolute Deviation (MAD) | 0.11111111 |
| Skewness | 0.21694393 |
| Sum | 827.22222 |
| Variance | 0.023613327 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.4444444444 | 397 | |
| 0.5555555556 | 374 | |
| 0.6666666667 | 319 | |
| 0.7777777778 | 168 | |
| 0.3333333333 | 116 | 7.9% |
| 0.8888888889 | 43 | 2.9% |
| 0.2222222222 | 20 | 1.4% |
| 1 | 18 | 1.2% |
| 0.1111111111 | 3 | 0.2% |
| 0 | 2 | 0.1% |
| Value | Count | Frequency (%) |
| 0 | 2 | 0.1% |
| 0.1111111111 | 3 | 0.2% |
| 0.2222222222 | 20 | 1.4% |
| 0.3333333333 | 116 | 7.9% |
| 0.4444444444 | 397 | |
| 0.5555555556 | 374 | |
| 0.6666666667 | 319 | |
| 0.7777777778 | 168 | |
| 0.8888888889 | 43 | 2.9% |
| 1 | 18 | 1.2% |
| Value | Count | Frequency (%) |
| 1 | 18 | 1.2% |
| 0.8888888889 | 43 | 2.9% |
| 0.7777777778 | 168 | |
| 0.6666666667 | 319 | |
| 0.5555555556 | 374 | |
| 0.4444444444 | 397 | |
| 0.3333333333 | 116 | 7.9% |
| 0.2222222222 | 20 | 1.4% |
| 0.1111111111 | 3 | 0.2% |
| 0 | 2 | 0.1% |
OverallCond
Real number (ℝ)
| Distinct | 9 |
|---|---|
| Distinct (%) | 0.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.57191781 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 1 |
| Zeros (%) | 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 11.5 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.375 |
| Q1 | 0.5 |
| median | 0.5 |
| Q3 | 0.625 |
| 95-th percentile | 0.875 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0.125 |
Descriptive statistics
| Standard deviation | 0.13909992 |
|---|---|
| Coefficient of variation (CV) | 0.24321662 |
| Kurtosis | 1.1064135 |
| Mean | 0.57191781 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 0.69306747 |
| Sum | 835 |
| Variance | 0.019348787 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.5 | 821 | |
| 0.625 | 252 | 17.3% |
| 0.75 | 205 | 14.0% |
| 0.875 | 72 | 4.9% |
| 0.375 | 57 | 3.9% |
| 0.25 | 25 | 1.7% |
| 1 | 22 | 1.5% |
| 0.125 | 5 | 0.3% |
| 0 | 1 | 0.1% |
| Value | Count | Frequency (%) |
| 0 | 1 | 0.1% |
| 0.125 | 5 | 0.3% |
| 0.25 | 25 | 1.7% |
| 0.375 | 57 | 3.9% |
| 0.5 | 821 | |
| 0.625 | 252 | 17.3% |
| 0.75 | 205 | 14.0% |
| 0.875 | 72 | 4.9% |
| 1 | 22 | 1.5% |
| Value | Count | Frequency (%) |
| 1 | 22 | 1.5% |
| 0.875 | 72 | 4.9% |
| 0.75 | 205 | 14.0% |
| 0.625 | 252 | 17.3% |
| 0.5 | 821 | |
| 0.375 | 57 | 3.9% |
| 0.25 | 25 | 1.7% |
| 0.125 | 5 | 0.3% |
| 0 | 1 | 0.1% |
BsmtFinSF1
Real number (ℝ)
HIGH CORRELATION  ZEROS 
| Distinct | 637 |
|---|---|
| Distinct (%) | 43.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.078603779 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 467 |
| Zeros (%) | 32.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 11.5 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0.067948264 |
| Q3 | 0.12619596 |
| 95-th percentile | 0.22572644 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0.12619596 |
Descriptive statistics
| Standard deviation | 0.080811143 |
|---|---|
| Coefficient of variation (CV) | 1.0280822 |
| Kurtosis | 11.118236 |
| Mean | 0.078603779 |
| Median Absolute Deviation (MAD) | 0.067948264 |
| Skewness | 1.6855031 |
| Sum | 114.76152 |
| Variance | 0.0065304408 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 467 | |
| 0.004252303331 | 12 | 0.8% |
| 0.002834868887 | 9 | 0.6% |
| 0.1215450035 | 5 | 0.3% |
| 0.1172927002 | 5 | 0.3% |
| 0.003543586109 | 5 | 0.3% |
| 0.1658398299 | 5 | 0.3% |
| 0.1091424522 | 5 | 0.3% |
| 0.09922041106 | 4 | 0.3% |
| 0.09798015592 | 4 | 0.3% |
| Other values (627) | 939 |
| Value | Count | Frequency (%) |
| 0 | 467 | |
| 0.0003543586109 | 1 | 0.1% |
| 0.002834868887 | 9 | 0.6% |
| 0.003543586109 | 5 | 0.3% |
| 0.004252303331 | 12 | 0.8% |
| 0.004429482636 | 1 | 0.1% |
| 0.004783841247 | 1 | 0.1% |
| 0.004961020553 | 3 | 0.2% |
| 0.00584691708 | 1 | 0.1% |
| 0.006201275691 | 1 | 0.1% |
| Value | Count | Frequency (%) |
| 1 | 1 | |
| 0.4004252303 | 1 | |
| 0.3876683203 | 1 | |
| 0.3713678242 | 1 | |
| 0.3373493976 | 1 | |
| 0.3330970943 | 1 | |
| 0.3206945429 | 1 | |
| 0.3130758327 | 1 | |
| 0.3049255847 | 1 | |
| 0.3004961021 | 1 |
BsmtUnfSF
Real number (ℝ)
HIGH CORRELATION  ZEROS 
| Distinct | 780 |
|---|---|
| Distinct (%) | 53.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.24282552 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 118 |
| Zeros (%) | 8.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 11.5 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0.095462329 |
| median | 0.20440925 |
| Q3 | 0.34589041 |
| 95-th percentile | 0.62842466 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0.25042808 |
Descriptive statistics
| Standard deviation | 0.18915537 |
|---|---|
| Coefficient of variation (CV) | 0.77897651 |
| Kurtosis | 0.47499399 |
| Mean | 0.24282552 |
| Median Absolute Deviation (MAD) | 0.12328767 |
| Skewness | 0.92026845 |
| Sum | 354.52526 |
| Variance | 0.035779756 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 118 | 8.1% |
| 0.3116438356 | 9 | 0.6% |
| 0.1643835616 | 8 | 0.5% |
| 0.2568493151 | 7 | 0.5% |
| 0.1284246575 | 7 | 0.5% |
| 0.2448630137 | 7 | 0.5% |
| 0.1155821918 | 6 | 0.4% |
| 0.2675513699 | 6 | 0.4% |
| 0.2876712329 | 6 | 0.4% |
| 0.1883561644 | 6 | 0.4% |
| Other values (770) | 1280 |
| Value | Count | Frequency (%) |
| 0 | 118 | |
| 0.005993150685 | 1 | 0.1% |
| 0.006421232877 | 1 | 0.1% |
| 0.009845890411 | 2 | 0.1% |
| 0.01113013699 | 1 | 0.1% |
| 0.01241438356 | 1 | 0.1% |
| 0.01284246575 | 1 | 0.1% |
| 0.01369863014 | 2 | 0.1% |
| 0.01498287671 | 1 | 0.1% |
| 0.0154109589 | 4 | 0.3% |
| Value | Count | Frequency (%) |
| 1 | 1 | |
| 0.9216609589 | 1 | |
| 0.9079623288 | 1 | |
| 0.8758561644 | 1 | |
| 0.8741438356 | 1 | |
| 0.8570205479 | 1 | |
| 0.8428938356 | 1 | |
| 0.8283390411 | 1 | |
| 0.8244863014 | 1 | |
| 0.8163527397 | 1 |
TotalBsmtSF
Real number (ℝ)
HIGH CORRELATION  ZEROS 
| Distinct | 721 |
|---|---|
| Distinct (%) | 49.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.17306538 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 37 |
| Zeros (%) | 2.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 11.5 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.084991817 |
| Q1 | 0.13023732 |
| median | 0.16227496 |
| Q3 | 0.21247954 |
| 95-th percentile | 0.28690671 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0.082242226 |
Descriptive statistics
| Standard deviation | 0.071801199 |
|---|---|
| Coefficient of variation (CV) | 0.41487905 |
| Kurtosis | 13.250483 |
| Mean | 0.17306538 |
| Median Absolute Deviation (MAD) | 0.038379705 |
| Skewness | 1.5242545 |
| Sum | 252.67545 |
| Variance | 0.0051554121 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 37 | 2.5% |
| 0.1414075286 | 35 | 2.4% |
| 0.1099836334 | 17 | 1.2% |
| 0.1492635025 | 15 | 1.0% |
| 0.170212766 | 14 | 1.0% |
| 0.1335515548 | 13 | 0.9% |
| 0.125695581 | 12 | 0.8% |
| 0.1191489362 | 12 | 0.8% |
| 0.1463175123 | 11 | 0.8% |
| 0.1276595745 | 11 | 0.8% |
| Other values (711) | 1283 |
| Value | Count | Frequency (%) |
| 0 | 37 | |
| 0.01718494272 | 1 | 0.1% |
| 0.03109656301 | 1 | 0.1% |
| 0.04320785597 | 3 | 0.2% |
| 0.0441898527 | 1 | 0.1% |
| 0.04746317512 | 1 | 0.1% |
| 0.05220949264 | 1 | 0.1% |
| 0.0589198036 | 1 | 0.1% |
| 0.06088379705 | 1 | 0.1% |
| 0.06284779051 | 7 | 0.5% |
| Value | Count | Frequency (%) |
| 1 | 1 | |
| 0.5247135843 | 1 | |
| 0.5237315876 | 1 | |
| 0.5135842881 | 1 | |
| 0.5063829787 | 1 | |
| 0.4309328969 | 1 | |
| 0.4130932897 | 1 | |
| 0.4 | 1 | |
| 0.3921440262 | 1 | |
| 0.3914893617 | 1 |
1stFlrSF
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 753 |
|---|---|
| Distinct (%) | 51.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.19013922 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 1 |
| Zeros (%) | 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 11.5 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.077776503 |
| Q1 | 0.12574575 |
| median | 0.17278568 |
| Q3 | 0.24259982 |
| 95-th percentile | 0.34356356 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0.11685406 |
Descriptive statistics
| Standard deviation | 0.088707604 |
|---|---|
| Coefficient of variation (CV) | 0.46654028 |
| Kurtosis | 5.7458415 |
| Mean | 0.19013922 |
| Median Absolute Deviation (MAD) | 0.053809087 |
| Skewness | 1.3767566 |
| Sum | 277.60326 |
| Variance | 0.007869039 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.1216154199 | 25 | 1.7% |
| 0.1620009179 | 16 | 1.1% |
| 0.1326296466 | 14 | 1.0% |
| 0.1284993116 | 12 | 0.8% |
| 0.117944011 | 12 | 0.8% |
| 0.07755851308 | 11 | 0.8% |
| 0.06792106471 | 9 | 0.6% |
| 0.1106011932 | 9 | 0.6% |
| 0.03418999541 | 7 | 0.5% |
| 0.1436438733 | 7 | 0.5% |
| Other values (743) | 1338 |
| Value | Count | Frequency (%) |
| 0 | 1 | 0.1% |
| 0.008719596145 | 1 | 0.1% |
| 0.02386415787 | 1 | 0.1% |
| 0.03350160624 | 1 | 0.1% |
| 0.03418999541 | 7 | |
| 0.03694355209 | 1 | 0.1% |
| 0.0426801285 | 5 | |
| 0.04382744378 | 1 | 0.1% |
| 0.04405690684 | 1 | 0.1% |
| 0.0463515374 | 1 | 0.1% |
| Value | Count | Frequency (%) |
| 1 | 1 | |
| 0.6640660854 | 1 | |
| 0.6434144103 | 1 | |
| 0.5883432767 | 1 | |
| 0.5275355668 | 1 | |
| 0.5025240936 | 1 | |
| 0.5004589261 | 1 | |
| 0.4841670491 | 1 | |
| 0.4765947682 | 1 | |
| 0.4745296007 | 1 |
GrLivArea
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 861 |
|---|---|
| Distinct (%) | 59.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.22258171 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 1 |
| Zeros (%) | 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 11.5 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.096834966 |
| Q1 | 0.14986812 |
| median | 0.21288621 |
| Q3 | 0.27180671 |
| 95-th percentile | 0.40167671 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0.12193858 |
Descriptive statistics
| Standard deviation | 0.098997811 |
|---|---|
| Coefficient of variation (CV) | 0.44477066 |
| Kurtosis | 4.8951206 |
| Mean | 0.22258171 |
| Median Absolute Deviation (MAD) | 0.061416729 |
| Skewness | 1.3665604 |
| Sum | 324.96929 |
| Variance | 0.0098005667 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.0998492841 | 22 | 1.5% |
| 0.1330067822 | 14 | 1.0% |
| 0.1055011304 | 11 | 0.8% |
| 0.2113790505 | 10 | 0.7% |
| 0.09683496609 | 10 | 0.7% |
| 0.1631499623 | 9 | 0.6% |
| 0.1088922381 | 9 | 0.6% |
| 0.09080633007 | 8 | 0.5% |
| 0.1428033157 | 8 | 0.5% |
| 0.2626224567 | 7 | 0.5% |
| Other values (851) | 1352 |
| Value | Count | Frequency (%) |
| 0 | 1 | 0.1% |
| 0.01959306707 | 1 | 0.1% |
| 0.02750565185 | 1 | 0.1% |
| 0.03504144687 | 1 | 0.1% |
| 0.0510550113 | 1 | 0.1% |
| 0.05312735494 | 1 | 0.1% |
| 0.0557648832 | 6 | |
| 0.06367746797 | 2 | 0.1% |
| 0.06725697061 | 1 | 0.1% |
| 0.06763376036 | 1 | 0.1% |
| Value | Count | Frequency (%) |
| 1 | 1 | |
| 0.8180105501 | 1 | |
| 0.780331575 | 1 | |
| 0.7501883949 | 1 | |
| 0.6203843255 | 1 | |
| 0.6168048229 | 1 | |
| 0.5951394122 | 1 | |
| 0.5864732479 | 1 | |
| 0.5766767144 | 1 | |
| 0.5548229088 | 1 |
FullBath
Categorical
HIGH CORRELATION 
| Distinct | 4 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 11.5 KiB |
| 0.6666666666666666 | |
|---|---|
| 0.3333333333333333 | |
| 1.0 | 33 |
| 0.0 | 9 |
Length
| Max length | 18 |
|---|---|
| Median length | 18 |
| Mean length | 17.568493 |
| Min length | 3 |
Characters and Unicode
| Total characters | 25650 |
|---|---|
| Distinct characters | 5 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0.6666666666666666 |
|---|---|
| 2nd row | 0.6666666666666666 |
| 3rd row | 0.6666666666666666 |
| 4th row | 0.3333333333333333 |
| 5th row | 0.6666666666666666 |
Common Values
| Value | Count | Frequency (%) |
| 0.6666666666666666 | 768 | |
| 0.3333333333333333 | 650 | |
| 1.0 | 33 | 2.3% |
| 0.0 | 9 | 0.6% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0.6666666666666666 | 768 | |
| 0.3333333333333333 | 650 | |
| 1.0 | 33 | 2.3% |
| 0.0 | 9 | 0.6% |
Most occurring characters
| Value | Count | Frequency (%) |
| 6 | 12288 | |
| 3 | 10400 | |
| 0 | 1469 | 5.7% |
| . | 1460 | 5.7% |
| 1 | 33 | 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 24190 | |
| Other Punctuation | 1460 | 5.7% |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 6 | 12288 | |
| 3 | 10400 | |
| 0 | 1469 | 6.1% |
| 1 | 33 | 0.1% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 1460 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 25650 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 6 | 12288 | |
| 3 | 10400 | |
| 0 | 1469 | 5.7% |
| . | 1460 | 5.7% |
| 1 | 33 | 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 25650 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 6 | 12288 | |
| 3 | 10400 | |
| 0 | 1469 | 5.7% |
| . | 1460 | 5.7% |
| 1 | 33 | 0.1% |
BedroomAbvGr
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 8 |
|---|---|
| Distinct (%) | 0.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.35830479 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 6 |
| Zeros (%) | 0.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 11.5 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.25 |
| Q1 | 0.25 |
| median | 0.375 |
| Q3 | 0.375 |
| 95-th percentile | 0.5 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0.125 |
Descriptive statistics
| Standard deviation | 0.10197226 |
|---|---|
| Coefficient of variation (CV) | 0.2845964 |
| Kurtosis | 2.2308746 |
| Mean | 0.35830479 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 0.2117901 |
| Sum | 523.125 |
| Variance | 0.010398341 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.375 | 804 | |
| 0.25 | 358 | |
| 0.5 | 213 | 14.6% |
| 0.125 | 50 | 3.4% |
| 0.625 | 21 | 1.4% |
| 0.75 | 7 | 0.5% |
| 0 | 6 | 0.4% |
| 1 | 1 | 0.1% |
| Value | Count | Frequency (%) |
| 0 | 6 | 0.4% |
| 0.125 | 50 | 3.4% |
| 0.25 | 358 | |
| 0.375 | 804 | |
| 0.5 | 213 | 14.6% |
| 0.625 | 21 | 1.4% |
| 0.75 | 7 | 0.5% |
| 1 | 1 | 0.1% |
| Value | Count | Frequency (%) |
| 1 | 1 | 0.1% |
| 0.75 | 7 | 0.5% |
| 0.625 | 21 | 1.4% |
| 0.5 | 213 | 14.6% |
| 0.375 | 804 | |
| 0.25 | 358 | |
| 0.125 | 50 | 3.4% |
| 0 | 6 | 0.4% |
KitchenAbvGr
Categorical
IMBALANCE 
| Distinct | 4 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 11.5 KiB |
| 0.3333333333333333 | |
|---|---|
| 0.6666666666666666 | 65 |
| 1.0 | 2 |
| 0.0 | 1 |
Length
| Max length | 18 |
|---|---|
| Median length | 18 |
| Mean length | 17.969178 |
| Min length | 3 |
Characters and Unicode
| Total characters | 26235 |
|---|---|
| Distinct characters | 5 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | 0.1% |
Sample
| 1st row | 0.3333333333333333 |
|---|---|
| 2nd row | 0.3333333333333333 |
| 3rd row | 0.3333333333333333 |
| 4th row | 0.3333333333333333 |
| 5th row | 0.3333333333333333 |
Common Values
| Value | Count | Frequency (%) |
| 0.3333333333333333 | 1392 | |
| 0.6666666666666666 | 65 | 4.5% |
| 1.0 | 2 | 0.1% |
| 0.0 | 1 | 0.1% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0.3333333333333333 | 1392 | |
| 0.6666666666666666 | 65 | 4.5% |
| 1.0 | 2 | 0.1% |
| 0.0 | 1 | 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 3 | 22272 | |
| 0 | 1461 | 5.6% |
| . | 1460 | 5.6% |
| 6 | 1040 | 4.0% |
| 1 | 2 | < 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 24775 | |
| Other Punctuation | 1460 | 5.6% |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 3 | 22272 | |
| 0 | 1461 | 5.9% |
| 6 | 1040 | 4.2% |
| 1 | 2 | < 0.1% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 1460 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 26235 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 3 | 22272 | |
| 0 | 1461 | 5.6% |
| . | 1460 | 5.6% |
| 6 | 1040 | 4.0% |
| 1 | 2 | < 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 26235 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 3 | 22272 | |
| 0 | 1461 | 5.6% |
| . | 1460 | 5.6% |
| 6 | 1040 | 4.0% |
| 1 | 2 | < 0.1% |
TotRmsAbvGrd
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 12 |
|---|---|
| Distinct (%) | 0.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.37648402 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 1 |
| Zeros (%) | 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 11.5 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.16666667 |
| Q1 | 0.25 |
| median | 0.33333333 |
| Q3 | 0.41666667 |
| 95-th percentile | 0.66666667 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0.16666667 |
Descriptive statistics
| Standard deviation | 0.13544944 |
|---|---|
| Coefficient of variation (CV) | 0.35977474 |
| Kurtosis | 0.88076157 |
| Mean | 0.37648402 |
| Median Absolute Deviation (MAD) | 0.083333333 |
| Skewness | 0.67634084 |
| Sum | 549.66667 |
| Variance | 0.018346551 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.3333333333 | 402 | |
| 0.4166666667 | 329 | |
| 0.25 | 275 | |
| 0.5 | 187 | |
| 0.1666666667 | 97 | 6.6% |
| 0.5833333333 | 75 | 5.1% |
| 0.6666666667 | 47 | 3.2% |
| 0.75 | 18 | 1.2% |
| 0.08333333333 | 17 | 1.2% |
| 0.8333333333 | 11 | 0.8% |
| Other values (2) | 2 | 0.1% |
| Value | Count | Frequency (%) |
| 0 | 1 | 0.1% |
| 0.08333333333 | 17 | 1.2% |
| 0.1666666667 | 97 | 6.6% |
| 0.25 | 275 | |
| 0.3333333333 | 402 | |
| 0.4166666667 | 329 | |
| 0.5 | 187 | |
| 0.5833333333 | 75 | 5.1% |
| 0.6666666667 | 47 | 3.2% |
| 0.75 | 18 | 1.2% |
| Value | Count | Frequency (%) |
| 1 | 1 | 0.1% |
| 0.8333333333 | 11 | 0.8% |
| 0.75 | 18 | 1.2% |
| 0.6666666667 | 47 | 3.2% |
| 0.5833333333 | 75 | 5.1% |
| 0.5 | 187 | |
| 0.4166666667 | 329 | |
| 0.3333333333 | 402 | |
| 0.25 | 275 | |
| 0.1666666667 | 97 | 6.6% |
Fireplaces
Categorical
HIGH CORRELATION 
| Distinct | 4 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 11.5 KiB |
| 0.0 | |
|---|---|
| 0.3333333333333333 | |
| 0.6666666666666666 | |
| 1.0 | 5 |
Length
| Max length | 18 |
|---|---|
| Median length | 18 |
| Mean length | 10.859589 |
| Min length | 3 |
Characters and Unicode
| Total characters | 15855 |
|---|---|
| Distinct characters | 5 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0.0 |
|---|---|
| 2nd row | 0.3333333333333333 |
| 3rd row | 0.3333333333333333 |
| 4th row | 0.3333333333333333 |
| 5th row | 0.3333333333333333 |
Common Values
| Value | Count | Frequency (%) |
| 0.0 | 690 | |
| 0.3333333333333333 | 650 | |
| 0.6666666666666666 | 115 | 7.9% |
| 1.0 | 5 | 0.3% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0.0 | 690 | |
| 0.3333333333333333 | 650 | |
| 0.6666666666666666 | 115 | 7.9% |
| 1.0 | 5 | 0.3% |
Most occurring characters
| Value | Count | Frequency (%) |
| 3 | 10400 | |
| 0 | 2150 | 13.6% |
| 6 | 1840 | 11.6% |
| . | 1460 | 9.2% |
| 1 | 5 | < 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 14395 | |
| Other Punctuation | 1460 | 9.2% |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 3 | 10400 | |
| 0 | 2150 | 14.9% |
| 6 | 1840 | 12.8% |
| 1 | 5 | < 0.1% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 1460 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 15855 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 3 | 10400 | |
| 0 | 2150 | 13.6% |
| 6 | 1840 | 11.6% |
| . | 1460 | 9.2% |
| 1 | 5 | < 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 15855 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 3 | 10400 | |
| 0 | 2150 | 13.6% |
| 6 | 1840 | 11.6% |
| . | 1460 | 9.2% |
| 1 | 5 | < 0.1% |
GarageYrBlt
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 152 |
|---|---|
| Distinct (%) | 10.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.70517808 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 1 |
| Zeros (%) | 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 11.5 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.27272727 |
| Q1 | 0.54545455 |
| median | 0.70909091 |
| Q3 | 0.91818182 |
| 95-th percentile | 0.97272727 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0.37272727 |
Descriptive statistics
| Standard deviation | 0.22322227 |
|---|---|
| Coefficient of variation (CV) | 0.31654738 |
| Kurtosis | -0.52405786 |
| Mean | 0.70517808 |
| Median Absolute Deviation (MAD) | 0.19090909 |
| Skewness | -0.56393383 |
| Sum | 1029.56 |
| Variance | 0.049828184 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.9545454545 | 65 | 4.5% |
| 0.9636363636 | 59 | 4.0% |
| 0.9454545455 | 53 | 3.6% |
| 0.9363636364 | 50 | 3.4% |
| 0.9727272727 | 49 | 3.4% |
| 0.7 | 35 | 2.4% |
| 0.8909090909 | 31 | 2.1% |
| 0.9 | 30 | 2.1% |
| 0.6909090909 | 29 | 2.0% |
| 0.9818181818 | 29 | 2.0% |
| Other values (142) | 1030 |
| Value | Count | Frequency (%) |
| 0 | 1 | 0.1% |
| 0.05454545455 | 1 | 0.1% |
| 0.07272727273 | 1 | 0.1% |
| 0.09090909091 | 3 | 0.2% |
| 0.1272727273 | 2 | 0.1% |
| 0.1363636364 | 2 | 0.1% |
| 0.1454545455 | 5 | 0.3% |
| 0.1636363636 | 2 | 0.1% |
| 0.1818181818 | 14 | |
| 0.1909090909 | 3 | 0.2% |
| Value | Count | Frequency (%) |
| 1 | 3 | 0.2% |
| 0.9909090909 | 21 | 1.4% |
| 0.9818181818 | 29 | |
| 0.9727272727 | 49 | |
| 0.9636363636 | 59 | |
| 0.9545454545 | 65 | |
| 0.9454545455 | 53 | |
| 0.9363636364 | 50 | |
| 0.9272727273 | 26 | 1.8% |
| 0.92 | 1 | 0.1% |
GarageCars
Categorical
HIGH CORRELATION 
| Distinct | 5 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 11.5 KiB |
| 0.5 | |
|---|---|
| 0.25 | |
| 0.75 | |
| 0.0 | 81 |
| 1.0 | 5 |
Length
| Max length | 4 |
|---|---|
| Median length | 3 |
| Mean length | 3.3767123 |
| Min length | 3 |
Characters and Unicode
| Total characters | 4930 |
|---|---|
| Distinct characters | 6 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0.5 |
|---|---|
| 2nd row | 0.5 |
| 3rd row | 0.5 |
| 4th row | 0.75 |
| 5th row | 0.75 |
Common Values
| Value | Count | Frequency (%) |
| 0.5 | 824 | |
| 0.25 | 369 | |
| 0.75 | 181 | 12.4% |
| 0.0 | 81 | 5.5% |
| 1.0 | 5 | 0.3% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0.5 | 824 | |
| 0.25 | 369 | |
| 0.75 | 181 | 12.4% |
| 0.0 | 81 | 5.5% |
| 1.0 | 5 | 0.3% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 1541 | |
| . | 1460 | |
| 5 | 1374 | |
| 2 | 369 | 7.5% |
| 7 | 181 | 3.7% |
| 1 | 5 | 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 3470 | |
| Other Punctuation | 1460 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 1541 | |
| 5 | 1374 | |
| 2 | 369 | 10.6% |
| 7 | 181 | 5.2% |
| 1 | 5 | 0.1% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 1460 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 4930 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 1541 | |
| . | 1460 | |
| 5 | 1374 | |
| 2 | 369 | 7.5% |
| 7 | 181 | 3.7% |
| 1 | 5 | 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 4930 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 1541 | |
| . | 1460 | |
| 5 | 1374 | |
| 2 | 369 | 7.5% |
| 7 | 181 | 3.7% |
| 1 | 5 | 0.1% |
GarageArea
Real number (ℝ)
HIGH CORRELATION  ZEROS 
| Distinct | 441 |
|---|---|
| Distinct (%) | 30.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.3335544 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 81 |
| Zeros (%) | 5.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 11.5 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0.23589563 |
| median | 0.33850494 |
| Q3 | 0.40620592 |
| 95-th percentile | 0.59950635 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0.1703103 |
Descriptive statistics
| Standard deviation | 0.15077915 |
|---|---|
| Coefficient of variation (CV) | 0.45203768 |
| Kurtosis | 0.9170672 |
| Mean | 0.3335544 |
| Median Absolute Deviation (MAD) | 0.084626234 |
| Skewness | 0.17998091 |
| Sum | 486.98942 |
| Variance | 0.022734354 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 81 | 5.5% |
| 0.3102961918 | 49 | 3.4% |
| 0.4062059238 | 47 | 3.2% |
| 0.1692524683 | 38 | 2.6% |
| 0.341325811 | 34 | 2.3% |
| 0.3723554302 | 33 | 2.3% |
| 0.2031029619 | 27 | 1.8% |
| 0.2820874471 | 25 | 1.7% |
| 0.1861777151 | 24 | 1.6% |
| 0.3385049365 | 24 | 1.6% |
| Other values (431) | 1078 |
| Value | Count | Frequency (%) |
| 0 | 81 | |
| 0.1128349788 | 2 | 0.1% |
| 0.1156558533 | 1 | 0.1% |
| 0.1269393512 | 9 | 0.6% |
| 0.1311706629 | 1 | 0.1% |
| 0.1332863188 | 1 | 0.1% |
| 0.1354019746 | 1 | 0.1% |
| 0.1396332863 | 1 | 0.1% |
| 0.1410437236 | 4 | 0.3% |
| 0.1445698166 | 3 | 0.2% |
| Value | Count | Frequency (%) |
| 1 | 1 | |
| 0.9802538787 | 1 | |
| 0.9562764457 | 1 | |
| 0.880112835 | 1 | |
| 0.8603667137 | 1 | |
| 0.8222849083 | 1 | |
| 0.7997179126 | 1 | |
| 0.7538787024 | 1 | |
| 0.7425952045 | 1 | |
| 0.7418899859 | 2 |
OpenPorchSF
Real number (ℝ)
ZEROS 
| Distinct | 202 |
|---|---|
| Distinct (%) | 13.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.085302146 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 656 |
| Zeros (%) | 44.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 11.5 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0.045703839 |
| Q3 | 0.12431444 |
| 95-th percentile | 0.32001828 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0.12431444 |
Descriptive statistics
| Standard deviation | 0.12112619 |
|---|---|
| Coefficient of variation (CV) | 1.4199665 |
| Kurtosis | 8.4903358 |
| Mean | 0.085302146 |
| Median Absolute Deviation (MAD) | 0.045703839 |
| Skewness | 2.3643417 |
| Sum | 124.54113 |
| Variance | 0.014671555 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 656 | |
| 0.06581352834 | 29 | 2.0% |
| 0.08775137112 | 22 | 1.5% |
| 0.0365630713 | 21 | 1.4% |
| 0.0731261426 | 19 | 1.3% |
| 0.08226691042 | 19 | 1.3% |
| 0.04387568556 | 16 | 1.1% |
| 0.05484460695 | 16 | 1.1% |
| 0.1096892139 | 15 | 1.0% |
| 0.07129798903 | 14 | 1.0% |
| Other values (192) | 633 |
| Value | Count | Frequency (%) |
| 0 | 656 | |
| 0.00731261426 | 1 | 0.1% |
| 0.01462522852 | 1 | 0.1% |
| 0.01828153565 | 1 | 0.1% |
| 0.02010968921 | 1 | 0.1% |
| 0.02193784278 | 3 | 0.2% |
| 0.02742230347 | 1 | 0.1% |
| 0.02925045704 | 8 | 0.5% |
| 0.0310786106 | 2 | 0.1% |
| 0.03290676417 | 5 | 0.3% |
| Value | Count | Frequency (%) |
| 1 | 1 | |
| 0.9561243144 | 1 | |
| 0.9177330896 | 1 | |
| 0.7641681901 | 1 | |
| 0.7422303473 | 1 | |
| 0.6654478976 | 1 | |
| 0.6234003656 | 1 | |
| 0.5831809872 | 1 | |
| 0.5703839122 | 2 | |
| 0.5557586837 | 1 |
MoSold
Real number (ℝ)
ZEROS 
| Distinct | 12 |
|---|---|
| Distinct (%) | 0.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.48381071 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 58 |
| Zeros (%) | 4.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 11.5 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.090909091 |
| Q1 | 0.36363636 |
| median | 0.45454545 |
| Q3 | 0.63636364 |
| 95-th percentile | 0.90909091 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0.27272727 |
Descriptive statistics
| Standard deviation | 0.2457842 |
|---|---|
| Coefficient of variation (CV) | 0.50801728 |
| Kurtosis | -0.40410934 |
| Mean | 0.48381071 |
| Median Absolute Deviation (MAD) | 0.18181818 |
| Skewness | 0.21205299 |
| Sum | 706.36364 |
| Variance | 0.060409873 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.4545454545 | 253 | |
| 0.5454545455 | 234 | |
| 0.3636363636 | 204 | |
| 0.2727272727 | 141 | |
| 0.6363636364 | 122 | |
| 0.1818181818 | 106 | |
| 0.8181818182 | 89 | 6.1% |
| 0.9090909091 | 79 | 5.4% |
| 0.7272727273 | 63 | 4.3% |
| 1 | 59 | 4.0% |
| Other values (2) | 110 |
| Value | Count | Frequency (%) |
| 0 | 58 | 4.0% |
| 0.09090909091 | 52 | 3.6% |
| 0.1818181818 | 106 | |
| 0.2727272727 | 141 | |
| 0.3636363636 | 204 | |
| 0.4545454545 | 253 | |
| 0.5454545455 | 234 | |
| 0.6363636364 | 122 | |
| 0.7272727273 | 63 | 4.3% |
| 0.8181818182 | 89 | 6.1% |
| Value | Count | Frequency (%) |
| 1 | 59 | 4.0% |
| 0.9090909091 | 79 | 5.4% |
| 0.8181818182 | 89 | 6.1% |
| 0.7272727273 | 63 | 4.3% |
| 0.6363636364 | 122 | |
| 0.5454545455 | 234 | |
| 0.4545454545 | 253 | |
| 0.3636363636 | 204 | |
| 0.2727272727 | 141 | |
| 0.1818181818 | 106 |
YrSold
Categorical
| Distinct | 5 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 11.5 KiB |
| 0.75 | |
|---|---|
| 0.25 | |
| 0.0 | |
| 0.5 | |
| 1.0 |
Length
| Max length | 4 |
|---|---|
| Median length | 3 |
| Mean length | 3.4568493 |
| Min length | 3 |
Characters and Unicode
| Total characters | 5047 |
|---|---|
| Distinct characters | 6 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0.5 |
|---|---|
| 2nd row | 0.25 |
| 3rd row | 0.5 |
| 4th row | 0.0 |
| 5th row | 0.5 |
Common Values
| Value | Count | Frequency (%) |
| 0.75 | 338 | |
| 0.25 | 329 | |
| 0.0 | 314 | |
| 0.5 | 304 | |
| 1.0 | 175 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0.75 | 338 | |
| 0.25 | 329 | |
| 0.0 | 314 | |
| 0.5 | 304 | |
| 1.0 | 175 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 1774 | |
| . | 1460 | |
| 5 | 971 | |
| 7 | 338 | 6.7% |
| 2 | 329 | 6.5% |
| 1 | 175 | 3.5% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 3587 | |
| Other Punctuation | 1460 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 1774 | |
| 5 | 971 | |
| 7 | 338 | 9.4% |
| 2 | 329 | 9.2% |
| 1 | 175 | 4.9% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 1460 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 5047 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 1774 | |
| . | 1460 | |
| 5 | 971 | |
| 7 | 338 | 6.7% |
| 2 | 329 | 6.5% |
| 1 | 175 | 3.5% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 5047 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 1774 | |
| . | 1460 | |
| 5 | 971 | |
| 7 | 338 | 6.7% |
| 2 | 329 | 6.5% |
| 1 | 175 | 3.5% |
ada_embedding
Real number (ℝ)
| Distinct | 1402 |
|---|---|
| Distinct (%) | 96.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -0.01122737 |
| Minimum | -0.04465026 |
|---|---|
| Maximum | 0.021723356 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 1289 |
| Negative (%) | 88.3% |
| Memory size | 11.5 KiB |
Quantile statistics
| Minimum | -0.04465026 |
|---|---|
| 5-th percentile | -0.028981373 |
| Q1 | -0.017517184 |
| median | -0.010191985 |
| Q3 | -0.0047376036 |
| 95-th percentile | 0.0034181204 |
| Maximum | 0.021723356 |
| Range | 0.066373616 |
| Interquartile range (IQR) | 0.012779581 |
Descriptive statistics
| Standard deviation | 0.0097662774 |
|---|---|
| Coefficient of variation (CV) | -0.86986332 |
| Kurtosis | 0.1015301 |
| Mean | -0.01122737 |
| Median Absolute Deviation (MAD) | 0.0060911016 |
| Skewness | -0.28577377 |
| Sum | -16.39196 |
| Variance | 9.5380174 × 10-5 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| -0.007433783729 | 7 | 0.5% |
| -0.005660141353 | 7 | 0.5% |
| -0.008355100639 | 5 | 0.3% |
| 0.001290955348 | 4 | 0.3% |
| -0.004459209275 | 4 | 0.3% |
| -0.007705844007 | 4 | 0.3% |
| -0.02605067194 | 3 | 0.2% |
| -0.03193217888 | 3 | 0.2% |
| -0.00421575876 | 3 | 0.2% |
| -0.01407897566 | 3 | 0.2% |
| Other values (1392) | 1417 |
| Value | Count | Frequency (%) |
| -0.04465026036 | 1 | |
| -0.04098113254 | 1 | |
| -0.03934597597 | 1 | |
| -0.03866941854 | 1 | |
| -0.03815709427 | 1 | |
| -0.03804508597 | 1 | |
| -0.0376848802 | 1 | |
| -0.03765797988 | 1 | |
| -0.03740137443 | 1 | |
| -0.03715289757 | 1 |
| Value | Count | Frequency (%) |
| 0.0217233561 | 1 | |
| 0.01943460666 | 1 | |
| 0.0171684213 | 1 | |
| 0.01504915953 | 1 | |
| 0.01499787066 | 1 | |
| 0.01444369368 | 1 | |
| 0.0136294961 | 1 | |
| 0.01322430931 | 1 | |
| 0.01267743576 | 1 | |
| 0.0125693446 | 1 |
SalePrice
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 663 |
|---|---|
| Distinct (%) | 45.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 180921.2 |
| Minimum | 34900 |
|---|---|
| Maximum | 755000 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 11.5 KiB |
Quantile statistics
| Minimum | 34900 |
|---|---|
| 5-th percentile | 88000 |
| Q1 | 129975 |
| median | 163000 |
| Q3 | 214000 |
| 95-th percentile | 326100 |
| Maximum | 755000 |
| Range | 720100 |
| Interquartile range (IQR) | 84025 |
Descriptive statistics
| Standard deviation | 79442.503 |
|---|---|
| Coefficient of variation (CV) | 0.43910003 |
| Kurtosis | 6.5362819 |
| Mean | 180921.2 |
| Median Absolute Deviation (MAD) | 38000 |
| Skewness | 1.8828758 |
| Sum | 2.6414495 × 108 |
| Variance | 6.3111113 × 109 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 140000 | 20 | 1.4% |
| 135000 | 17 | 1.2% |
| 155000 | 14 | 1.0% |
| 145000 | 14 | 1.0% |
| 190000 | 13 | 0.9% |
| 110000 | 13 | 0.9% |
| 115000 | 12 | 0.8% |
| 160000 | 12 | 0.8% |
| 130000 | 11 | 0.8% |
| 139000 | 11 | 0.8% |
| Other values (653) | 1323 |
| Value | Count | Frequency (%) |
| 34900 | 1 | |
| 35311 | 1 | |
| 37900 | 1 | |
| 39300 | 1 | |
| 40000 | 1 | |
| 52000 | 1 | |
| 52500 | 1 | |
| 55000 | 2 | |
| 55993 | 1 | |
| 58500 | 1 |
| Value | Count | Frequency (%) |
| 755000 | 1 | |
| 745000 | 1 | |
| 625000 | 1 | |
| 611657 | 1 | |
| 582933 | 1 | |
| 556581 | 1 | |
| 555000 | 1 | |
| 538000 | 1 | |
| 501837 | 1 | |
| 485000 | 1 |
HouseCategory
Real number (ℝ)
HIGH CORRELATION  ZEROS 
| Distinct | 14 |
|---|---|
| Distinct (%) | 1.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5.8253425 |
| Minimum | 0 |
|---|---|
| Maximum | 13 |
| Zeros | 36 |
| Zeros (%) | 2.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 11.5 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 2 |
| median | 8 |
| Q3 | 9 |
| 95-th percentile | 11.05 |
| Maximum | 13 |
| Range | 13 |
| Interquartile range (IQR) | 7 |
Descriptive statistics
| Standard deviation | 3.7559605 |
|---|---|
| Coefficient of variation (CV) | 0.64476218 |
| Kurtosis | -1.5438148 |
| Mean | 5.8253425 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | -0.14407291 |
| Sum | 8505 |
| Variance | 14.107239 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 9 | 286 | |
| 1 | 273 | |
| 8 | 252 | |
| 2 | 185 | |
| 10 | 121 | |
| 3 | 108 | 7.4% |
| 7 | 85 | 5.8% |
| 12 | 72 | 4.9% |
| 0 | 36 | 2.5% |
| 5 | 15 | 1.0% |
| Other values (4) | 27 | 1.8% |
| Value | Count | Frequency (%) |
| 0 | 36 | 2.5% |
| 1 | 273 | |
| 2 | 185 | |
| 3 | 108 | 7.4% |
| 4 | 10 | 0.7% |
| 5 | 15 | 1.0% |
| 6 | 5 | 0.3% |
| 7 | 85 | 5.8% |
| 8 | 252 | |
| 9 | 286 |
| Value | Count | Frequency (%) |
| 13 | 1 | 0.1% |
| 12 | 72 | 4.9% |
| 11 | 11 | 0.8% |
| 10 | 121 | |
| 9 | 286 | |
| 8 | 252 | |
| 7 | 85 | 5.8% |
| 6 | 5 | 0.3% |
| 5 | 15 | 1.0% |
| 4 | 10 | 0.7% |
| 1stFlrSF | BedroomAbvGr | BsmtFinSF1 | BsmtUnfSF | Fireplaces | FullBath | GarageArea | GarageCars | GarageYrBlt | GrLivArea | HouseCategory | KitchenAbvGr | LotArea | LotFrontage | MSSubClass | MoSold | OpenPorchSF | OverallCond | OverallQual | SalePrice | TotRmsAbvGrd | TotalBsmtSF | YrSold | ada_embedding | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 1stFlrSF | 1.000 | 0.141 | 0.323 | 0.224 | 0.341 | 0.258 | 0.490 | 0.238 | 0.250 | 0.494 | 0.263 | 0.041 | 0.444 | 0.435 | -0.278 | 0.054 | 0.235 | -0.167 | 0.409 | 0.575 | 0.362 | 0.829 | 0.008 | -0.177 |
| BedroomAbvGr | 0.141 | 1.000 | -0.084 | 0.158 | 0.107 | 0.448 | 0.112 | 0.134 | -0.044 | 0.543 | -0.462 | 0.233 | 0.338 | 0.333 | 0.069 | 0.051 | 0.100 | -0.004 | 0.122 | 0.235 | 0.668 | 0.059 | 0.021 | -0.025 |
| BsmtFinSF1 | 0.323 | -0.084 | 1.000 | -0.574 | 0.298 | 0.158 | 0.244 | 0.176 | 0.106 | 0.057 | 0.147 | 0.000 | 0.172 | 0.175 | -0.108 | -0.016 | 0.081 | -0.011 | 0.133 | 0.302 | -0.050 | 0.410 | 0.000 | 0.062 |
| BsmtUnfSF | 0.224 | 0.158 | -0.574 | 1.000 | 0.087 | 0.187 | 0.109 | 0.179 | 0.174 | 0.253 | -0.076 | 0.062 | 0.078 | 0.087 | -0.118 | 0.037 | 0.156 | -0.128 | 0.273 | 0.185 | 0.261 | 0.329 | 0.043 | -0.238 |
| Fireplaces | 0.341 | 0.107 | 0.298 | 0.087 | 1.000 | 0.180 | 0.265 | 0.202 | 0.118 | 0.481 | -0.140 | 0.086 | 0.350 | 0.274 | 0.019 | 0.044 | 0.219 | -0.045 | 0.421 | 0.519 | 0.347 | 0.326 | 0.030 | -0.138 |
| FullBath | 0.258 | 0.448 | 0.158 | 0.187 | 0.180 | 1.000 | 0.444 | 0.329 | 0.533 | 0.658 | -0.377 | 0.113 | 0.235 | 0.224 | 0.195 | 0.067 | 0.370 | -0.262 | 0.576 | 0.636 | 0.559 | 0.328 | 0.000 | -0.158 |
| GarageArea | 0.490 | 0.112 | 0.244 | 0.109 | 0.265 | 0.444 | 1.000 | 0.759 | 0.604 | 0.468 | -0.145 | 0.092 | 0.367 | 0.379 | -0.047 | 0.033 | 0.338 | -0.201 | 0.542 | 0.649 | 0.331 | 0.487 | 0.000 | -0.221 |
| GarageCars | 0.238 | 0.134 | 0.176 | 0.179 | 0.202 | 0.329 | 0.759 | 1.000 | 0.632 | 0.505 | -0.195 | 0.123 | 0.340 | 0.342 | 0.024 | 0.040 | 0.343 | -0.255 | 0.609 | 0.691 | 0.386 | 0.456 | 0.000 | -0.207 |
| GarageYrBlt | 0.250 | -0.044 | 0.106 | 0.174 | 0.118 | 0.533 | 0.604 | 0.632 | 1.000 | 0.294 | -0.168 | 0.182 | 0.069 | 0.086 | 0.073 | 0.013 | 0.386 | -0.355 | 0.610 | 0.601 | 0.203 | 0.355 | 0.000 | -0.146 |
| GrLivArea | 0.494 | 0.543 | 0.057 | 0.253 | 0.481 | 0.658 | 0.468 | 0.505 | 0.294 | 1.000 | -0.540 | 0.000 | 0.449 | 0.391 | 0.204 | 0.081 | 0.398 | -0.154 | 0.603 | 0.731 | 0.828 | 0.371 | 0.042 | -0.191 |
| HouseCategory | 0.263 | -0.462 | 0.147 | -0.076 | -0.140 | -0.377 | -0.145 | -0.195 | -0.168 | -0.540 | 1.000 | 0.100 | -0.148 | -0.108 | -0.313 | -0.025 | -0.204 | 0.085 | -0.294 | -0.269 | -0.520 | 0.216 | 0.056 | 0.063 |
| KitchenAbvGr | 0.041 | 0.233 | 0.000 | 0.062 | 0.086 | 0.113 | 0.092 | 0.123 | 0.182 | 0.000 | 0.100 | 1.000 | -0.023 | -0.001 | 0.277 | 0.028 | -0.112 | -0.100 | -0.192 | -0.165 | 0.222 | -0.025 | 0.000 | 0.030 |
| LotArea | 0.444 | 0.338 | 0.172 | 0.078 | 0.350 | 0.235 | 0.367 | 0.340 | 0.069 | 0.449 | -0.148 | -0.023 | 1.000 | 0.689 | -0.270 | 0.006 | 0.177 | -0.047 | 0.233 | 0.456 | 0.406 | 0.366 | 0.000 | -0.114 |
| LotFrontage | 0.435 | 0.333 | 0.175 | 0.087 | 0.274 | 0.224 | 0.379 | 0.342 | 0.086 | 0.391 | -0.108 | -0.001 | 0.689 | 1.000 | -0.301 | 0.017 | 0.172 | -0.046 | 0.221 | 0.409 | 0.371 | 0.372 | 0.014 | -0.168 |
| MSSubClass | -0.278 | 0.069 | -0.108 | -0.118 | 0.019 | 0.195 | -0.047 | 0.024 | 0.073 | 0.204 | -0.313 | 0.277 | -0.270 | -0.301 | 1.000 | 0.018 | 0.032 | -0.072 | 0.108 | 0.007 | 0.166 | -0.319 | 0.000 | 0.062 |
| MoSold | 0.054 | 0.051 | -0.016 | 0.037 | 0.044 | 0.067 | 0.033 | 0.040 | 0.013 | 0.081 | -0.025 | 0.028 | 0.006 | 0.017 | 0.018 | 1.000 | 0.066 | -0.007 | 0.061 | 0.069 | 0.040 | 0.030 | 0.155 | -0.060 |
| OpenPorchSF | 0.235 | 0.100 | 0.081 | 0.156 | 0.219 | 0.370 | 0.338 | 0.343 | 0.386 | 0.398 | -0.204 | -0.112 | 0.177 | 0.172 | 0.032 | 0.066 | 1.000 | -0.133 | 0.435 | 0.478 | 0.285 | 0.270 | 0.000 | -0.105 |
| OverallCond | -0.167 | -0.004 | -0.011 | -0.128 | -0.045 | -0.262 | -0.201 | -0.255 | -0.355 | -0.154 | 0.085 | -0.100 | -0.047 | -0.046 | -0.072 | -0.007 | -0.133 | 1.000 | -0.178 | -0.129 | -0.105 | -0.217 | 0.050 | 0.002 |
| OverallQual | 0.409 | 0.122 | 0.133 | 0.273 | 0.421 | 0.576 | 0.542 | 0.609 | 0.610 | 0.603 | -0.294 | -0.192 | 0.233 | 0.221 | 0.108 | 0.061 | 0.435 | -0.178 | 1.000 | 0.810 | 0.428 | 0.460 | 0.000 | -0.256 |
| SalePrice | 0.575 | 0.235 | 0.302 | 0.185 | 0.519 | 0.636 | 0.649 | 0.691 | 0.601 | 0.731 | -0.269 | -0.165 | 0.456 | 0.409 | 0.007 | 0.069 | 0.478 | -0.129 | 0.810 | 1.000 | 0.533 | 0.603 | 0.000 | -0.245 |
| TotRmsAbvGrd | 0.362 | 0.668 | -0.050 | 0.261 | 0.347 | 0.559 | 0.331 | 0.386 | 0.203 | 0.828 | -0.520 | 0.222 | 0.406 | 0.371 | 0.166 | 0.040 | 0.285 | -0.105 | 0.428 | 0.533 | 1.000 | 0.234 | 0.000 | -0.129 |
| TotalBsmtSF | 0.829 | 0.059 | 0.410 | 0.329 | 0.326 | 0.328 | 0.487 | 0.456 | 0.355 | 0.371 | 0.216 | -0.025 | 0.366 | 0.372 | -0.319 | 0.030 | 0.270 | -0.217 | 0.460 | 0.603 | 0.234 | 1.000 | 0.000 | -0.166 |
| YrSold | 0.008 | 0.021 | 0.000 | 0.043 | 0.030 | 0.000 | 0.000 | 0.000 | 0.000 | 0.042 | 0.056 | 0.000 | 0.000 | 0.014 | 0.000 | 0.155 | 0.000 | 0.050 | 0.000 | 0.000 | 0.000 | 0.000 | 1.000 | 0.043 |
| ada_embedding | -0.177 | -0.025 | 0.062 | -0.238 | -0.138 | -0.158 | -0.221 | -0.207 | -0.146 | -0.191 | 0.063 | 0.030 | -0.114 | -0.168 | 0.062 | -0.060 | -0.105 | 0.002 | -0.256 | -0.245 | -0.129 | -0.166 | 0.043 | 1.000 |
| MSSubClass | LotFrontage | LotArea | OverallQual | OverallCond | BsmtFinSF1 | BsmtUnfSF | TotalBsmtSF | 1stFlrSF | GrLivArea | FullBath | BedroomAbvGr | KitchenAbvGr | TotRmsAbvGrd | Fireplaces | GarageYrBlt | GarageCars | GarageArea | OpenPorchSF | MoSold | YrSold | ada_embedding | SalePrice | HouseCategory | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 0.235294 | 0.150685 | 0.033420 | 0.666667 | 0.500 | 0.125089 | 0.064212 | 0.140098 | 0.119780 | 0.259231 | 0.666667 | 0.375 | 0.333333 | 0.500000 | 0.000000 | 0.936364 | 0.50 | 0.386460 | 0.111517 | 0.090909 | 0.50 | -0.007434 | 208500 | 1.0 |
| 1 | 0.000000 | 0.202055 | 0.038795 | 0.555556 | 0.875 | 0.173281 | 0.121575 | 0.206547 | 0.212942 | 0.174830 | 0.666667 | 0.375 | 0.333333 | 0.333333 | 0.333333 | 0.690909 | 0.50 | 0.324401 | 0.000000 | 0.363636 | 0.25 | -0.004692 | 181500 | 7.0 |
| 2 | 0.235294 | 0.160959 | 0.046507 | 0.666667 | 0.500 | 0.086109 | 0.185788 | 0.150573 | 0.134465 | 0.273549 | 0.666667 | 0.375 | 0.333333 | 0.333333 | 0.333333 | 0.918182 | 0.50 | 0.428773 | 0.076782 | 0.727273 | 0.50 | -0.009351 | 223500 | 1.0 |
| 3 | 0.294118 | 0.133562 | 0.038561 | 0.666667 | 0.500 | 0.038271 | 0.231164 | 0.123732 | 0.143873 | 0.260550 | 0.333333 | 0.375 | 0.333333 | 0.416667 | 0.333333 | 0.890909 | 0.75 | 0.452750 | 0.063985 | 0.090909 | 0.00 | -0.025626 | 140000 | 2.0 |
| 4 | 0.235294 | 0.215753 | 0.060576 | 0.777778 | 0.500 | 0.116052 | 0.209760 | 0.187398 | 0.186095 | 0.351168 | 0.666667 | 0.500 | 0.333333 | 0.583333 | 0.333333 | 0.909091 | 0.75 | 0.589563 | 0.153565 | 1.000000 | 0.50 | -0.007968 | 250000 | 1.0 |
| 5 | 0.176471 | 0.219178 | 0.059899 | 0.444444 | 0.500 | 0.129695 | 0.027397 | 0.130278 | 0.106012 | 0.193670 | 0.333333 | 0.125 | 0.333333 | 0.250000 | 0.000000 | 0.845455 | 0.50 | 0.338505 | 0.054845 | 0.818182 | 0.75 | -0.022738 | 143000 | 1.0 |
| 6 | 0.000000 | 0.184932 | 0.041057 | 0.777778 | 0.500 | 0.242558 | 0.135702 | 0.275941 | 0.312070 | 0.256217 | 0.666667 | 0.375 | 0.333333 | 0.416667 | 0.333333 | 0.945455 | 0.50 | 0.448519 | 0.104205 | 0.636364 | 0.25 | -0.006027 | 307000 | 8.0 |
| 7 | 0.235294 | 0.219178 | 0.042450 | 0.666667 | 0.625 | 0.152197 | 0.092466 | 0.181178 | 0.177375 | 0.330821 | 0.666667 | 0.375 | 0.333333 | 0.416667 | 0.666667 | 0.663636 | 0.50 | 0.341326 | 0.372943 | 0.909091 | 0.75 | -0.019749 | 200000 | 0.0 |
| 8 | 0.176471 | 0.102740 | 0.022529 | 0.666667 | 0.500 | 0.000000 | 0.407534 | 0.155810 | 0.157871 | 0.271289 | 0.666667 | 0.250 | 0.666667 | 0.500000 | 0.666667 | 0.281818 | 0.50 | 0.330042 | 0.000000 | 0.272727 | 0.50 | -0.011517 | 129900 | 2.0 |
| 9 | 1.000000 | 0.099315 | 0.028605 | 0.444444 | 0.625 | 0.150780 | 0.059932 | 0.162193 | 0.170491 | 0.139977 | 0.333333 | 0.250 | 0.666667 | 0.250000 | 0.666667 | 0.354545 | 0.25 | 0.144570 | 0.007313 | 0.000000 | 0.50 | -0.030791 | 118000 | 2.0 |
| MSSubClass | LotFrontage | LotArea | OverallQual | OverallCond | BsmtFinSF1 | BsmtUnfSF | TotalBsmtSF | 1stFlrSF | GrLivArea | FullBath | BedroomAbvGr | KitchenAbvGr | TotRmsAbvGrd | Fireplaces | GarageYrBlt | GarageCars | GarageArea | OpenPorchSF | MoSold | YrSold | ada_embedding | SalePrice | HouseCategory | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 1450 | 0.411765 | 0.133562 | 0.035991 | 0.444444 | 0.500 | 0.000000 | 0.383562 | 0.146645 | 0.128958 | 0.274680 | 0.666667 | 0.500 | 0.666667 | 0.500000 | 0.000000 | 0.365455 | 0.00 | 0.000000 | 0.082267 | 0.727273 | 0.75 | -0.013251 | 136000 | 0.0 |
| 1451 | 0.000000 | 0.195205 | 0.037215 | 0.777778 | 0.500 | 0.000000 | 0.673373 | 0.257447 | 0.285452 | 0.234363 | 0.666667 | 0.375 | 0.333333 | 0.416667 | 0.333333 | 0.981818 | 0.75 | 0.592384 | 0.065814 | 0.363636 | 0.75 | -0.025731 | 287090 | 8.0 |
| 1452 | 0.941176 | 0.047945 | 0.011101 | 0.444444 | 0.500 | 0.096917 | 0.000000 | 0.089525 | 0.169344 | 0.139035 | 0.333333 | 0.250 | 0.333333 | 0.250000 | 0.000000 | 0.954545 | 0.50 | 0.370240 | 0.051188 | 0.363636 | 0.00 | -0.008732 | 145000 | 12.0 |
| 1453 | 0.000000 | 0.236301 | 0.074398 | 0.444444 | 0.500 | 0.000000 | 0.488014 | 0.186579 | 0.184947 | 0.151846 | 0.333333 | 0.375 | 0.333333 | 0.333333 | 0.000000 | 0.616364 | 0.00 | 0.000000 | 0.102377 | 0.545455 | 0.00 | -0.013397 | 84500 | 8.0 |
| 1454 | 0.000000 | 0.140411 | 0.028979 | 0.666667 | 0.500 | 0.072644 | 0.347175 | 0.199836 | 0.203534 | 0.167106 | 0.666667 | 0.250 | 0.333333 | 0.333333 | 0.000000 | 0.945455 | 0.50 | 0.282087 | 0.206581 | 0.818182 | 0.75 | -0.012387 | 185000 | 8.0 |
| 1455 | 0.235294 | 0.140411 | 0.030929 | 0.555556 | 0.500 | 0.000000 | 0.407962 | 0.155974 | 0.142038 | 0.247362 | 0.666667 | 0.375 | 0.333333 | 0.416667 | 0.333333 | 0.900000 | 0.50 | 0.324401 | 0.073126 | 0.636364 | 0.25 | -0.002756 | 175000 | 1.0 |
| 1456 | 0.000000 | 0.219178 | 0.055505 | 0.555556 | 0.625 | 0.139972 | 0.252140 | 0.252373 | 0.399036 | 0.327619 | 0.666667 | 0.375 | 0.333333 | 0.416667 | 0.666667 | 0.709091 | 0.50 | 0.352609 | 0.000000 | 0.090909 | 1.00 | -0.010482 | 210000 | 8.0 |
| 1457 | 0.294118 | 0.154110 | 0.036187 | 0.666667 | 1.000 | 0.048724 | 0.375428 | 0.188543 | 0.195961 | 0.377920 | 0.666667 | 0.500 | 0.333333 | 0.583333 | 0.666667 | 0.372727 | 0.25 | 0.177715 | 0.109689 | 0.363636 | 1.00 | -0.009561 | 266500 | 3.0 |
| 1458 | 0.000000 | 0.160959 | 0.039342 | 0.444444 | 0.625 | 0.008682 | 0.000000 | 0.176432 | 0.170721 | 0.140166 | 0.333333 | 0.250 | 0.333333 | 0.250000 | 0.000000 | 0.454545 | 0.25 | 0.169252 | 0.000000 | 0.272727 | 1.00 | -0.000857 | 142125 | 10.0 |
| 1459 | 0.000000 | 0.184932 | 0.040370 | 0.444444 | 0.625 | 0.147059 | 0.058219 | 0.205565 | 0.211565 | 0.173700 | 0.333333 | 0.375 | 0.333333 | 0.333333 | 0.000000 | 0.590909 | 0.25 | 0.194640 | 0.124314 | 0.454545 | 0.50 | -0.000515 | 147500 | 9.0 |